{"id":"W2234435767","doi":"10.17975/sfj-2015-010","title":"Operational Characterization of a Combined Electrolysis Catalytic Exchange Process","year":2015,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Nuclear Laboratories","keywords":"Electrolysis; Nuclear engineering; Isotope separation; Polymer electrolyte membrane electrolysis; Environmental science; Electrolytic process; Waste management; Electrolysis of water; Chemistry; Process engineering; Electrolyte; Engineering; Nuclear physics; Isotope; Electrode; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007452914,0.0003251307,0.0007146744,0.000527163,0.000542546,0.0007460951,0.0007197048,0.0006687785,0.001874268],"category_scores_gemma":[0.001251699,0.0002286843,0.0003441745,0.0005708345,0.0004520318,0.0008929095,0.0005287404,0.0009505054,0.0005203509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298458,"about_ca_system_score_gemma":0.0005118067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654846,"about_ca_topic_score_gemma":0.00249834,"domain_scores_codex":[0.9992709,0.0000648922,0.00005099737,0.0001457946,0.0003853305,0.00008215505],"domain_scores_gemma":[0.999373,0.0002052411,0.00005874707,0.0000717799,0.0002463349,0.00004489636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003636368,0.00007835305,0.0009784348,0.000115272,0.00001277233,0.0000956883,0.00008812269,0.0004144791,0.9916476,0.00009024765,0.000103575,0.006011847],"study_design_scores_gemma":[0.00001428501,0.0003996443,0.003251386,0.000004066886,0.00001419307,0.00009187749,0.0000546023,0.001755283,0.9932148,0.00002132132,0.001169956,0.000008569214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907003,0.0003639384,0.00689886,0.00006323427,0.0000207474,0.0001013134,0.0003428449,0.0001878832,0.001320879],"genre_scores_gemma":[0.9908273,0.000274974,0.006542856,0.00004301731,0.000009394942,0.0000813735,0.0004104932,0.00004713555,0.001763457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874268,"threshold_uncertainty_score":0.006270051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081162995957205,"score_gpt":0.2633911826980768,"score_spread":0.2325795527385048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}